Freight & Field Route Optimization Agent ROI Packet

{"ok":true,"packet":{"finance_packet":"freight-field-routing-roi-proof-packet","vertical":{"id":"freight-field-routing","name":"Freight & Field Route Optimization Agent","market":"Last-mile, field service, 3PL, retail distribution, and healthcare delivery fleets","buyer_promise":"Produces ranked route plans and re-plans under time windows, capacity, driver hours, traffic, weather, and priority-order constraints."},"proof":{"vertical_id":"freight-field-routing","label":"Freight & field routing","cost_exposure_label":"Annual transportation, labor, and lateness exposure","annual_cost_exposure_usd":42000000,"verified_improvement_pct":7.5,"capture_rate_pct":62,"confidence_discount_pct":78,"annual_platform_cost_usd":90000,"pilot_cost_usd":25000,"total_first_year_cost_usd":115000,"conservative_annual_gross_savings_usd":1523340,"conservative_annual_net_savings_usd":1408340,"payback_months":0.9,"first_year_roi_multiple":12.25,"measurement_window_days":60,"proof_metric":"cost per route, late stops, miles, fuel, driver hours","proof_confidence":"shadow","recommendation":"Million-dollar ROI case: package a controlled rollout around cost per route, late stops, miles, fuel, driver hours and finance-approved attribution."},"evidence_register":["Annual transportation, labor, and lateness exposure: $42,000,000","Primary proof metric: cost per route, late stops, miles, fuel, driver hours","Benchmark surface: run /evals before changing prompts, models, or Catalyst-Q scoring.",".rain replay: every accepted triage recommendation must carry a replay id and model/solver lineage.","Browser Run: capture screenshots for approval workflows, portal evidence, and human handoff moments.","Realtime datasets: stream optimization events through cloudflare-pipelines for finance-grade attribution."],"telemetry_contract":["event_type=roi_recommendation for every candidate recommendation","event_type=roi_acceptance for every human-approved action","event_type=roi_outcome for realized cost, service, safety, or reliability results","event_type=roi_exception for stale data, guardrail blocks, and rejected recommendations","Join keys: tenant, agent_id, workflow, rain_event_id, baseline_id, rollout_cohort, model_route, solver_version"],"acceptance_gates":["Baseline replay: Advance only if hard constraints match or beat baseline and projected value clears the buyer's pilot threshold.","Shadow mode: Advance only if operators accept the workflow and shadow deltas remain stable across normal disruptions.","Controlled rollout: Convert only the savings finance can attribute after discounting for adoption, noise, and operating cost.","Verified contract: Expand only when verified savings support the next scope and risk controls are current."],"rollout_motion":["Start with historical baseline replay and a signed baseline-cost definition.","Run shadow mode until the operator experience and deltas survive normal disruptions.","Move one bounded cohort into controlled rollout with holdout or pre/post attribution.","Renew or expand only on verified net savings after platform, pilot, and adoption discounts."],"operator_controls":["Human approval remains required for production-impacting actions.","Human dispatcher approves published routes","Expose constraint violations and stale feeds","No driver surveillance claims","No physical quantum-speedup claims"],"pricing_motion":["Free proof should show one constrained scenario, not unlimited optimization.","Freight paid pilot should be packaged as $15,000-$35,000 for 4-6 weeks including baseline replay, CSV intake, shadow mode, and the first finance packet.","Freight production should convert to $2,500-$7,500/month plus usage and a verified savings kicker."]},"links":{"page":"https://catalyst-q.strategic-innovations.ai/roi/freight-field-routing","api":"https://catalyst-q.strategic-innovations.ai/v1/roi/freight-field-routing/packet"}}